Fold 0
Model 0 best validation auc = 0.779343 on epoch 125
Model 0 test auc = 0.764299
Ensemble test auc = 0.764299
Fold 1
Model 0 best validation auc = 0.799061 on epoch 163
Model 0 test auc = 0.772426
Ensemble test auc = 0.772426
Fold 2
Model 0 best validation auc = 0.801174 on epoch 179
Model 0 test auc = 0.760084
Ensemble test auc = 0.760084
Fold 3
Model 0 best validation auc = 0.787559 on epoch 191
Model 0 test auc = 0.821493
Ensemble test auc = 0.821493
Fold 4
Model 0 best validation auc = 0.799531 on epoch 161
Model 0 test auc = 0.756773
Ensemble test auc = 0.756773
Fold 5
Model 0 best validation auc = 0.792019 on epoch 212
Model 0 test auc = 0.777544
Ensemble test auc = 0.777544
Fold 6
Model 0 best validation auc = 0.796009 on epoch 142
Model 0 test auc = 0.743227
Ensemble test auc = 0.743227
Fold 7
Model 0 best validation auc = 0.799765 on epoch 287
Model 0 test auc = 0.824202
Ensemble test auc = 0.824202
Fold 8
Model 0 best validation auc = 0.786854 on epoch 138
Model 0 test auc = 0.789284
Ensemble test auc = 0.789284
Fold 9
Model 0 best validation auc = 0.769953 on epoch 71
Model 0 test auc = 0.779651
Ensemble test auc = 0.779651
10-fold cross validation
	Seed 0 ==> test auc = 0.764299
	Seed 1 ==> test auc = 0.772426
	Seed 2 ==> test auc = 0.760084
	Seed 3 ==> test auc = 0.821493
	Seed 4 ==> test auc = 0.756773
	Seed 5 ==> test auc = 0.777544
	Seed 6 ==> test auc = 0.743227
	Seed 7 ==> test auc = 0.824202
	Seed 8 ==> test auc = 0.789284
	Seed 9 ==> test auc = 0.779651
Overall test auc = 0.778898 +/- 0.025195
Elapsed time = 0:08:35
